Comparative study of background subtraction algorithms

@article{Benezeth2010ComparativeSO,
  title={Comparative study of background subtraction algorithms},
  author={Yannick Benezeth and Pierre-Marc Jodoin and Bruno Emile and H{\'e}l{\`e}ne Laurent and Christophe Rosenberger},
  journal={J. Electronic Imaging},
  year={2010},
  volume={19},
  pages={033003}
}
In this paper, we present a comparative study of several state of the art background subtraction methods. Approaches ranging from simple background subtraction with global thresholding to more sophisticated statistical methods have been implemented and tested on different videos with ground truth. The goal of this study is to provide a solid analytic ground to underscore the strengths and weaknesses of the most widely implemented motion detection methods. The methods are compared based on their… CONTINUE READING
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